From Motor Authority:
The unique mesh structure that forms the center of the tire helps carry the load of the vehicle. At the same time, this structure remains flexible enough to soak up any bumps in the terrain. And since there’s no air, drivers needn’t worry about punctures.
What an airless tire looks like on a military ATV.